Experiments
Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).
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Multimodal learning reveals plants' hidden sensory integration logic.
PMID 41714925 · PMC13032346 · BMC genomics · 2026 · 8 claims · 8 setups
CoMM-BIP (Contrastive Multi-Modal learning with Biologically Informed Priors) integrates transcriptomic, metabolomic, and phenomic data using pathway-guided attention, information-theoretic disentanglement, and domain-aware augmentations
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LazySlide: accessible and interoperable whole-slide image analysis.
PMID 41862659 · PMC13076205 · Nature methods · 2026 · 8 claims · 8 setups
LazySlide is an open-source Python package built on the scverse ecosystem for whole-slide image (WSI) analysis and multimodal integration.
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Partially shared multi-modal embedding learns holistic representation of cell state.
PMID 41741805 · PMC13021527 · Nature computational science · 2026 · 8 claims · 5 setups
APOLLO automatically learns partial information sharing between multiple data modalities using an autoencoder with a partially overlapping latent space trained via latent optimization.
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Nanopore long-read-only genome assembly of clinical Enterobacterales isolates is complete and accurate.
PMID 41758556 · PMC12948150 · Microbial genomics · 2026 · 8 claims · 8 setups
Autocycler (consensus long-read-only assembler) circularised the most chromosomes, 95% (87/92), significantly more than Unicycler, Unicycler bold, Flye and Hybracter (hybrid)